Duchess of Gloucester strolls alone in the in the quiet Palace Grounds . As though in the gardens of a quiet house set deep in the heart of the country , the Duchess of Gloucester strolls alone through the leafy paths of the beautiful grounds surrounding Buckingham Palace , within a stone's throw of London's never ceasing traffic . This exclusive picture , which has just been released , was taken by special permission . 24 March 1936